Title :
Granular Computing Model Based on Quantum Computing Theory
Author :
Jun Hu ; Chun Guan
Author_Institution :
Sch. of Software, Nanchang Univ., Nanchang, China
Abstract :
This paper firstly introduces quantum computing theory into the study of granular computing, then puts forward a new granular computing model based on quantum computing theory, which fully makes full use of the parallelism of quantum computing and layered characteristics of the granular computing. As Grover quantum algorithm has some shortcomings in the classical target number of solutions to solve more problems in the search space, this paper further puts forward an improved Grover quantum search algorithm, and experiment results show it is effective.
Keywords :
granular computing; parallel processing; quantum computing; search problems; Grover quantum search algorithm; granular computing model; quantum computing theory; Computational intelligence; Computational modeling; Heuristic algorithms; Information systems; Parallel processing; Quantum computing; Quantum mechanics; granular computing; model; quantum computing; quantum search algorithm;
Conference_Titel :
Computational Intelligence and Security (CIS), 2014 Tenth International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4799-7433-7
DOI :
10.1109/CIS.2014.55